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Zemberek POS Tagger

StreamableKNIME Textprocessing Turkish Language Pack version 3.7.0.v202011212014 by KNIME AG, Zurich, Switzerland

This node assigns a part of speech (POS) tag to each term of a document. Therefore the primary POS tag set from ZemberekNLP is used, for details click here. The underlying tagger deciding what tag to assign to which term is based on the ZemberekNLP framework version 0.15.0 (details).
Note: To avoid unwanted behavior, it is highly recommended to use this node only with documents that have been tokenized with the Zemberek TurkishTokenizer.

Options

General options

Document column: The column containing the documents to tag.
Replace column: If checked, the documents of the selected document column will be replaced by the new tagged documents. Otherwise the tagged documents will be appended as new column.
Append column: The name of the new appended column, containing the tagged documents.
Word tokenizer: Select the tokenizer used for word tokenization. Go to Preferences -> KNIME -> Textprocessing to read the description for each tokenizer.
Note: Currently there is only the Zemberek TurkishTokenizer available for this node, since other tokenizer might cause undesired behavior.
Number of maximal parallel tagging processes: Defines the maximal number of parallel threads that are used for tagging. Please note, that for each thread a tagging model will be loaded into memory. If this value is set to a number greater than 1, make sure that enough heap space is available, in order to be able to load the models. If you are not sure how much heap is available for KNIME, leave the number to 1.

Input Ports

: The input table containing the documents to tag.

Output Ports

: An output table containing the tagged documents.

Best Friends (Incoming)

Zemberek Stemmer (27 %) Streamable
Strings To Document (15 %) Streamable
Stop Word Filter (13 %) Streamable
Dictionary Replacer (7 %) Streamable
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Best Friends (Outgoing)

Installation

To use this node in KNIME, install KNIME Textprocessing Turkish Language Pack from the following update site:

KNIME 4.3

A zipped version of the software site can be downloaded here.

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Developers

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